In recent years, drone technologies have been explored for a range of applications in conservation including (but not limited to) mapping, biodiversity inventories, antipoaching patrols, wildlife tracking, and fire monitoring. The rise of customizable, open-source drones like those of ArduPilot and OpenROV hold promise for more effective conservation applications, and combined with other monitoring sensors and devices, they are capable of collecting high-resolution data quickly, noninvasively, and at relatively low cost.
However, challenges remain in putting these tools to use. A recent paper reviewing 256 conservation drone projects highlighted some of these major obstacles, ranging from unintended social and ecological consequences of drone operations to still prohibitive costs, both in terms of hardware and in terms of storing and processing large volumes of data. The longstanding challenge of power/battery life remains as well.
If you're considering trying out drones for yourself, and want to explore the possibilities and understand the major conversations happening around this technology, check out these beginner's resources and conversations from across the WILDLABS platform:
Three Resources for Beginners:
- Conservation Technology User Guidelines Issue 5: Drones, World Wildlife Fund | Drones, best practices, ethics, regulations, case studies
- WILDLABS Virtual Meetup Recording: Drones, Craig Elder, Dr. Claire Burke, and Gabriel Levin | Drones, thermal camera, wildlife crime, ML, biologging
- New Paper: Drones and Bornean Orangutan Distribution, Sol Milne | Drones, data analysis, citizen science, community science, primates
Three Forum Threads for Beginners:
- Curious about radio-tracking with drones? | Wildlife Drones, Biologging (5 replies)
- Drones for GIS Best practice Document | Adrian Hughes, Drones (10 replies)
- WWF Conservation Technology Series: Drones in Conservation | Aurélie Shapiro, Drones (7 replies)
Three Tutorials for Beginners:
- How do I use a drone to capture radio-tracking data? | Debbie Saunders, Tech Tutors
- How do I choose the right drone for my conservation goals? | Shashank Srinivasan, Tech Tutors
- How do I strategically allocate drones for conservation? | Elizabeth Bondi, Tech Tutors
Want to know more about using drones, and learn from experts in the WILDLABS community? Make sure you join the conversation in our Drones group!
*Header photo: Parker Levinson, Point Blue Conservation Science
Software developer with a focus on machine learning, my background is in environmental science. In my free time I love going into nature and photographing it. The intersection between wildlife conservation and tech interests me a lot so I'm here to learn more.
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University of Michigan & Massachusetts Institute of Technology (MIT)
Incoming Assistant Professor and Researcher in Artificial Intelligence for Conservation

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- @lucchini.karen
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PhD Student at the Post Graduate Programme in Animal Biology at Federal University of Pernambuco. Biologist at the National Centre of Research and Conservation of Aquatic Mammals (ICMBio/CMA).
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- @hneedham
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São Paulo State University (UNESP)
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World Wide Fund for Nature/ World Wildlife Fund (WWF)

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World Wide Fund for Nature/ World Wildlife Fund (WWF)
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Wildlife conservationist currently working on biodiversity monitoring and community development for AFOLU VCS & CCB projects.
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I am PhD in Wildlife Ecology/Management from PMAS-Arid Agriculture University, Pakistan. I have extensive field and lab experience with reptiles, birds, and mammals (10 years). My area of specializations are: wildlife conservation & management, small mammalian survey techniques.
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Description | Activity | Replies | Groups | Updated |
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Hi Simon,We (Reneco International Wildlife Consultants) have an ongoing collaboration with a local University (Abu Dhabi, UAE) for developing AI tools (cameratrap/drone... |
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Acoustics, AI for Conservation, Animal Movement, Camera Traps, Citizen Science, Connectivity, Drones, Early Career, eDNA & Genomics, Marine Conservation, Protected Area Management Tools, Sensors | 4 months 1 week ago | |
Thank you David, a phenomenal source! |
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Drones, Geospatial, Protected Area Management Tools | 4 months 2 weeks ago | |
I've used both Dronelink and Litchi for flight planning with my DJI Mini SE - and then stitched in WebODM. Both apps support most DJI drones that have a suporting SDK. I'm not... |
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Drones | 5 months ago | |
Hi Matthew Wow, what an amazing project! It is incredible how you have managed to figure out some of the complexities of combining underwater imagery with UAV imagery. I am... |
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Drones, Geospatial, Marine Conservation, Protected Area Management Tools | 5 months ago | |
Hats off to your team for this absolute game-changing technology! We rescue stray and wild animals in Taiwan, and the bulk of our work is saving animals maimed by wire snares... |
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AI for Conservation, Drones, Emerging Tech, Human-Wildlife Conflict, Wildlife Crime | 6 months ago | |
Adrian,Many thanks for v2.0 of the GIS best practices document. How does one obtain a copy of the RSPB code of practice B09 referenced in the best practices document? The link in... |
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Drones | 6 months 2 weeks ago | |
Hi,I wonder if anyone could provide a synopsis of where drone tech currently sites for autonomous usage and AI implementation for surveys... |
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Drones | 6 months 2 weeks ago | |
No problem at all Yu (@JY) and good luck with your studies! Happy to discuss this and any other ideas any time.All the best,Rob |
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Sensors, Animal Movement, Connectivity, Drones, Open Source Solutions, Emerging Tech | 6 months 3 weeks ago | |
180m is indeed very high and from above. I think a 640x512 thermal sensor with a 70mm lens can see animals at at 180m from sideways and could recognise something as a deer, but... |
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Drones, Human-Wildlife Conflict | 7 months 1 week ago | |
Hi @benweinstein !Surely a general detector might be very useful for detecting objects in aerial imagery! Maybe something similar to what MegaDetector does in camera trap images,... |
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AI for Conservation, Open Source Solutions, Protected Area Management Tools, Drones, Geospatial | 8 months 2 weeks ago | |
RealityCapture is now free to use for students, educators, and hobbyists and for companies making less than $1 million USD/year.Best regards!Steffen |
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Drones | 9 months 2 weeks ago | |
Hi all,maybe it helps 😉 My free manual 'Drones in Biomonitoring' - https://doi.org/10.5281/zenodo.8077113 can help to get (more) knowledge how to proceed easily and successfully... |
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Drones, Marine Conservation, Wildlife Crime | 9 months 2 weeks ago |